Privacy

Venom: Liquid Diffusion-Guided Gradient Inversion for Breaking Differential Privacy in Federated Learning AAAI 2026 Visual-Friendly Concept Protection via Selective Adversarial Perturbations AAAI 2026 VoiceCloak: A Multi-Dimensional Defense Framework Against Unauthorized Diffusion-Based Voice Cloning AAAI 2026 What Are They Filtering Out? An Experimental Benchmark of Filtering Strategies for Harm Reduction in Pretraining Datasets AAAI 2026 When Flores Bloomz Wrong: Cross-Direction Contamination in Machine Translation Evaluation EACL 2026 Your Prompts Are Not Safe: Output-Free Membership Inference via Prompt Vectors in Vision-Language Tuning AAAI 2026 Yours or Mine? Overwriting Attacks Against Neural Audio Watermarking AAAI 2026 zkQML: Verifiable and Privacy-Preserving Inference for Quantum Machine Learning (Student Abstract) AAAI 2026 1-2-3 Check: Enhancing Contextual Privacy in LLM via Multi-Agent Reasoning ACL 2025 3D-GSW: 3D Gaussian Splatting for Robust Watermarking CVPR 2025 Achieving Byzantine-Resilient Federated Learning via Layer-Adaptive Sparsified Model Aggregation WACV 2025 Adaptive Distributed Kernel Ridge Regression: A Feasible Distributed Learning Scheme for Data Silos JMLR 2025 Adaptive Gradient Clipping for Robust Federated Learning ICLR 2025 Adaptive Graph Unlearning IJCAI 2025 Addressing Tokenization Inconsistency in Steganography and Watermarking Based on Large Language Models EMNLP 2025 Adversarial Attacks on Data Attribution ICLR 2025 Adversarial Mixup Unlearning ICLR 2025 Adversarial Perturbations Cannot Reliably Protect Artists From Generative AI ICLR 2025 A Federated Approach to Few-Shot Hate Speech Detection for Marginalized Communities EMNLP 2025 A Federated Framework for LLM-based Recommendation NAACL 2025 A Framework for Double-Blind Federated Adaptation of Foundation Models ICCV 2025 A General Framework to Enhance Fine-tuning-based LLM Unlearning ACL 2025 A Geometric Framework for Understanding Memorization in Generative Models ICLR 2025 AI-Driven Personalized Fall Prevention for Older Adults AAAI 2025 AIGT: AI Generative Table Based on Prompt COLING 2025